Demonstrating Efficient Query Processing in Heterogeneous Environments
Summary: Demonstrates heterogeneity-aware operator placement (HOP) in a hardware-oblivious DB core to exploit diverse accelerators. Emphasizes placement-integration across operators to enable efficient query processing in highly heterogeneous environments, presenting a complete system demonstration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Max Heimel (Technical University of Berlin)
- 2. Volker Markl (Technical University of Berlin)
- 3. Tomas Karnagel (Technical University of Dresden)
- 4. Matthias Hille (Technical University of Dresden)
- 5. Mario Ludwig (Technical University of Dresden)
- 6. Dirk Habich (Technical University of Dresden)
- 7. Wolfgang Lehner (Technical University of Dresden)
BibTeX Citation
@inproceedings{heimel_sigmod14,
title = {{Demonstrating Efficient Query Processing in Heterogeneous Environments}},
author = {Heimel, Max and Markl, Volker and Karnagel, Tomas and Hille, Matthias and Ludwig, Mario and Habich, Dirk and Lehner, Wolfgang},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2594526},
url = {https://dl.acm.org/doi/10.1145/2588555.2594526},
year = {2014}
}
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,713 | Robust Query Processing in Co-Processor-accelerated Databases | 2016 | SIGMOD | 8.2122726e-05 |
| 3,060 | SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures | 2016 | SIGMOD | 7.8062155e-05 |
| 5,092 | Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware | 2014 | VLDB | 6.3669454e-05 |
| 5,308 | Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration | 2016 | SIGMOD | 6.2720812e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 912 | Hardware-Oblivious Parallelism for In-Memory Column-Stores | 2013 | VLDB | 0.00013269804 |
| 2,140 | Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture | 2013 | VLDB | 9.0991487e-05 |
| 2,181 | Streams on Wires — A Query Compiler for FPGAs | 2009 | VLDB | 9.0101847e-05 |
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